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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025
Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025
Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025
Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025
Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025
Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025
Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025
Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection AAAI 2025
Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation ICCV 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
Agreement aware and dissimilarity oriented GLOM ICCV 2025
Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025
UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging ACL 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025
Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks NAACL 2025